STEP 01
Multimodal logging
Start with a photo, text, or voice
All projectsFIELD NOTE 08 / 2026
Digital Health & Intelligent ExperiencesRAVAND.STUDIO / PROJECT 08
FITAI — A Smarter Companion for Daily Habits
FITAI is an in-development, Persian-first product for tracking food, water, and daily activity. Ravand designed one flow for logging meals by photo, text, or voice, reviewing entries, and following progress.
Ravand roleStrategy, design, engineering, and release
EngagementIn development
Accountable team3 people
DeliveredShipped
SPECIMEN / 08202608ROOT / BRANCH / OUTCOME
3 حوزه روزانه
Food, water, and activity in one flow
In development
Engagement
4
Technology & infrastructure
01
ROOT / THE PROBLEM
The problem
Daily habit tracking should not depend on scattered tools and constant manual entry. People need a fast way to capture real-life data and review it before saving.
Research, product behavior, and operational data stayed connected through one shared account of the outcome.
CONSTRAINTS OBSERVED
- 01Move operational complexity behind one shared model
- 02Make impact observable from day one
- 03Protect user trust and clarity
02
BRANCH / THE RESPONSE
The response
FITAI created one continuous path: log with a photo, text, or voice, review the result, complete the daily picture, and receive guidance shaped around the user’s goal.
STEP 02
Review before saving
Correct results and portions in the same flow
STEP 03
Intelligent companion
Meal ideas and guidance in a Persian conversation
03
OUTCOME / MEASURED
Measured outcome
The outcome is a Persian-first experience that brings logging, reporting, and guidance together so habit tracking can become a natural part of the day.
01
One dashboard
02
Fast logging
03
Progress reports
04
PROCESS / In development
Build process
The product was built around the user’s core moments: quick logging, correcting the result, seeing today’s status, and getting useful guidance for what comes next.
Quick logging
Add a meal, water, or activity in seconds
User control
Review and edit before saving
Dashboard
Bring data together in a clear summary
Coach
Turn logged data into a practical next step
Principles
PRINCIPLES / 03Low-friction start
Reduce the time and decisions needed to log
User control
Never save a result without a review step
Persian context
Guidance shaped for the user’s language and habits
Clear boundaries
Wellness guidance, not diagnosis or treatment
01
MODULE / RESOURCES
Resources
The main product paths—from getting started to coaching and subscriptions—are available to users.
02
MODULE / STACK
Technology stack
FITAI combines a Persian web experience, multimodal input, and a layer of personalized guidance.
Persian web app
Daily experience and dashboard
Computer vision
Capture initial meal information from an image
Speech recognition
Log meals and activity by voice
Reports and guidance
Turn entries into understandable progress
DELIVERY LEDGER
Delivery ledger
The delivery covers the journey from a simple entry to ongoing tracking: input, dashboard, reports, and AI conversation in one experience.
Food logging01
Water tracking02
Daily activity03
Coach and reports04
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